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This book constitutes the refereed joint proceedings of the 10th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2020, and the 9th International Workshop on Clinical Image-Based Procedures, CLIP 2020, held in conjunction with the 23rd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The workshops were held virtually due to the COVID-19 pandemic. The 4 full papers presented at ML-CDS 2020 and the 9 full papers presented at CLIP 2020 were carefully reviewed and selected from numerous submissions to ML-CDS and 10 submissions to CLIP. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The CLIP workshops provides a forum for work centered on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data.
Artificial intelligence. --- Optical data processing. --- Application software. --- Bioinformatics. --- Database management. --- Artificial Intelligence. --- Image Processing and Computer Vision. --- Computer Appl. in Social and Behavioral Sciences. --- Computational Biology/Bioinformatics. --- Database Management. --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Electronic data processing --- Bio-informatics --- Biological informatics --- Biology --- Information science --- Computational biology --- Systems biology --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Optical computing --- Visual data processing --- Bionics --- Integrated optics --- Photonics --- Computers --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Data processing --- Optical equipment --- Diagnostic imaging --- Computer vision. --- Social sciences --- Computer Vision. --- Computer Application in Social and Behavioral Sciences. --- Computational and Systems Biology. --- Data processing. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems
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Mathematical statistics --- Biomathematics. Biometry. Biostatistics --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- IR (information retrieval) --- factoranalyse --- biomathematica --- biostatistiek --- grafische vormgeving --- biometrie --- database management --- informatica management
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This book constitutes the refereed proceedings of the Third MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2012, held in Nice, France, in October 2012. The 10 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 15 submissions. The papers are divided on several topics on image analysis of visual or multimodal medical data (X-ray, MRI, CT, echo videos, time series data), machine learning of disease correlations in visual or multimodal data, algorithms for indexing and retrieval of data from visual or multimodal medical databases, disease model-building and clinical decision support systems based on visual or multimodal analysis, algorithms for medical image retrieval or classification, systems of retrieval or classification using the ImageCLEF collection.
Information retrieval --- Mathematical statistics --- Computer science --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- MRI (magnetic resonance imaging) --- computervisie --- patroonherkenning --- beeldverwerking --- IR (information retrieval) --- factoranalyse --- machine learning --- time series analysis --- computers --- informatiesystemen --- database management --- informatica management --- computerkunde --- data acquisition --- optica
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This book constitutes the refereed proceedings of the Third MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2012, held in Nice, France, in October 2012. The 10 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 15 submissions. The papers are divided on several topics on image analysis of visual or multimodal medical data (X-ray, MRI, CT, echo videos, time series data), machine learning of disease correlations in visual or multimodal data, algorithms for indexing and retrieval of data from visual or multimodal medical databases, disease model-building and clinical decision support systems based on visual or multimodal analysis, algorithms for medical image retrieval or classification, systems of retrieval or classification using the ImageCLEF collection.
Medical informatics --- Investigative Techniques --- Publication Formats --- Medical Informatics Applications --- Computing Methodologies --- Information Systems --- Information Science --- Medical Informatics --- Publication Characteristics --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Methods --- Decision Support Systems, Clinical --- Information Storage and Retrieval --- Decision Making, Computer-Assisted --- Congresses --- Image Processing, Computer-Assisted --- Engineering & Applied Sciences --- Computer Science --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Data Files --- Data Linkage --- Data Retrieval --- Data Sources --- Data Storage --- Data Storage and Retrieval --- Information Extraction --- Information Storage --- Machine-Readable Data Files --- Information Retrieval --- Data File --- Data File, Machine-Readable --- Data Files, Machine-Readable --- Data Source --- Extraction, Information --- Files, Machine-Readable Data --- Information Extractions --- Machine Readable Data Files --- Machine-Readable Data File --- Retrieval, Data --- Storage, Data --- Clinical Decision Support --- Decision Support, Clinical --- Clinical Decision Support Systems --- Clinical Decision Supports --- Decision Supports, Clinical --- Support, Clinical Decision --- Supports, Clinical Decision --- Methodological Studies --- Methodological Study --- Procedures --- Studies, Methodological --- Study, Methodological --- Method --- Procedure --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Information Sciences --- Science, Information --- Sciences, Information --- Ancillary Information Systems --- Data Systems --- Emergency Care Information Systems --- Information Retrieval Systems --- Ancillary Information System --- Data System --- Information Retrieval System --- Information System --- Information System, Ancillary --- Information Systems, Ancillary --- System, Ancillary Information --- System, Data --- System, Information --- System, Information Retrieval --- Systems, Ancillary Information --- Systems, Data --- Systems, Information --- Systems, Information Retrieval --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Computer science. --- Data mining. --- Information storage and retrieval. --- Image processing. --- Pattern recognition. --- Management information systems. --- Computer Science. --- Information Storage and Retrieval. --- Information Systems Applications (incl. Internet). --- Pattern Recognition. --- Data Mining and Knowledge Discovery. --- Image Processing and Computer Vision. --- Management of Computing and Information Systems. --- Information storage and retrieva. --- Optical pattern recognition. --- Computer vision. --- Information Systems. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Optical data processing. --- Informatics --- Science --- EIS (Information systems) --- Executive information systems --- MIS (Information systems) --- Sociotechnical systems --- Information resources management --- Management --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Communication systems --- Optical equipment
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This book constitutes the refereed proceedings of the Second MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2011, held in Toronto, Canada, in September 2011. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 17 submissions. The papers are divided on several topics on medical image retrieval with textual approaches, visual word based approaches, applications and multidimensional retrieval.
Information Systems --- Medical Informatics Applications --- Computing Methodologies --- Information Science --- Medical Informatics --- Information Storage and Retrieval --- Image Processing, Computer-Assisted --- Decision Making, Computer-Assisted --- Decision Support Systems, Clinical --- Engineering & Applied Sciences --- Computer Science --- Medical informatics --- Content-based image retrieval --- Medical care --- Decision making --- CBIR (Content-based image retrieval) --- CBVIR (Content-based visual information retrieval) --- Content-based visual information retrieval --- QBIC (Query by image content) --- Query by image content --- Delivery of health care --- Delivery of medical care --- Health care --- Health care delivery --- Health services --- Healthcare --- Medical and health care industry --- Medical services --- Personal health services --- Computer science. --- Data mining. --- Information storage and retrieval. --- Computer graphics. --- Pattern recognition. --- Biometrics (Biology). --- Management information systems. --- Computer Science. --- Data Mining and Knowledge Discovery. --- Biometrics. --- Pattern Recognition. --- Information Storage and Retrieval. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Management of Computing and Information Systems. --- Computer-based information systems --- EIS (Information systems) --- Executive information systems --- MIS (Information systems) --- Sociotechnical systems --- Information resources management --- Management --- Biological statistics --- Biology --- Biometrics (Biology) --- Biostatistics --- Biomathematics --- Statistics --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Informatics --- Science --- Communication systems --- Statistical methods --- Digital techniques --- Public health --- Information retrieval --- Pattern recognition systems --- Optical pattern recognition. --- Information storage and retrieva. --- Computer vision. --- Information Systems. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Integrated optics --- Photonics --- Computers --- Optical equipment
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This book constitutes the refereed proceedings of the Second MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2011, held in Toronto, Canada, in September 2011. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 17 submissions. The papers are divided on several topics on medical image retrieval with textual approaches, visual word based approaches, applications and multidimensional retrieval.
Mathematical statistics --- Biomathematics. Biometry. Biostatistics --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- IR (information retrieval) --- factoranalyse --- biomathematica --- biostatistiek --- grafische vormgeving --- biometrie --- database management --- informatica management
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Information retrieval --- Mathematical statistics --- Biomathematics. Biometry. Biostatistics --- Computer science --- Programming --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- factoranalyse --- MIS (management informatie systeem) --- biomathematica --- datamining --- biostatistiek --- computers --- grafische vormgeving --- informatiesystemen --- biometrie --- informatica management --- computerkunde --- data acquisition
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Social sciences (general) --- Demography --- Computer assisted instruction --- Teaching --- Human biochemistry --- Biotechnology --- Programming --- Computer architecture. Operating systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- computervisie --- DIP (documentimage processing) --- beeldverwerking --- medische biochemie --- bio-engineering --- analytische chemie --- applicatiebeheer --- apps --- biochemie --- grafische vormgeving --- informatica --- onderwijs --- sociale wetenschappen --- biotechnologie --- computerondersteund onderwijs --- opvoeding --- programmeren (informatica) --- architectuur (informatica)
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Social sciences (general) --- Demography --- Computer assisted instruction --- Teaching --- Human biochemistry --- Biotechnology --- Programming --- Computer architecture. Operating systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- computervisie --- DIP (documentimage processing) --- beeldverwerking --- medische biochemie --- bio-engineering --- analytische chemie --- applicatiebeheer --- apps --- biochemie --- grafische vormgeving --- informatica --- onderwijs --- sociale wetenschappen --- biotechnologie --- computerondersteund onderwijs --- opvoeding --- programmeren (informatica) --- architectuur (informatica)
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Social sciences (general) --- Demography --- Computer assisted instruction --- Teaching --- Human biochemistry --- Biotechnology --- Programming --- Computer architecture. Operating systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- computervisie --- DIP (documentimage processing) --- beeldverwerking --- medische biochemie --- bio-engineering --- analytische chemie --- applicatiebeheer --- apps --- biochemie --- grafische vormgeving --- informatica --- onderwijs --- sociale wetenschappen --- biotechnologie --- computerondersteund onderwijs --- opvoeding --- programmeren (informatica) --- architectuur (informatica)
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